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Table 2 XGBOOST hyperparameters used in coordinate decent

From: Categorisation of EEG suppression using enhanced feature extraction for SUDEP risk assessment

Parameter Values in coordinate
“learning_rate” [0.05, 0.10, 0.15, 0.20, 0.25, 0.30 ]
“max_depth” [ 3, 4, 5, 6, 8, 10, 12, 15],
“min_child_weight” [ 1, 3, 5, 7 ],
“gamma” [ 0.0, 0.1, 0.2 , 0.3, 0.4 ],
“colsample_bytree” [ 0.3, 0.4, 0.5 , 0.7, .8, .9, 1, 1.1 ] ,
“eta” [.3, .2, .1, .05, .01, .005],
“subsample” [.7, .8, .9, 1, 1.1],
“colsample_bytree” [.7, .8, .9, 1, 1.1],